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Haibin Zheng
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2020 – today
- 2024
- [b1]Jinyin Chen, Ximin Zhang, Haibin Zheng:
Attacks, Defenses and Testing for Deep Learning. Springer 2024, ISBN 978-981-97-0424-8, pp. 5-399 - [j59]Jinyin Chen
, Xiaoming Zhao, Haibin Zheng
Robust knowledge distillation based on feature variance against backdoored teacher model. Appl. Soft Comput. 163: 111907 (2024) - [j58]Ruoxi Chen, Haibo Jin, Jinyin Chen
AdvCheck: Characterizing adversarial examples via local gradient checking. Comput. Secur. 136: 103540 (2024) - [j57]Jinyin Chen
Like teacher, like pupil: Transferring backdoors via feature-based knowledge distillation. Comput. Secur. 146: 104041 (2024) - [j56]Jinyin Chen
Robust explanations for graph neural network with neuron explanation component. Inf. Sci. 654: 119785 (2024) - [j55]Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng
Rethinking the defense against free-rider attack from the perspective of model weight evolving frequency. Inf. Sci. 668: 120527 (2024) - [j54]Jinyin Chen
A Miss Is as Good as A Mile: Metamorphic Testing for Deep Learning Operators. Proc. ACM Softw. Eng. 1(FSE): 2005-2027 (2024) - [j53]Jinyin Chen
RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 10(4): 1218-1240 (2024) - [j52]Haoran Xie
Verifiable Federated Learning With Privacy-Preserving Data Aggregation for Consumer Electronics. IEEE Trans. Consumer Electron. 70(1): 2696-2707 (2024) - [j51]Haibin Zheng
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. IEEE Trans. Comput. Soc. Syst. 11(2): 1816-1831 (2024) - [j50]Haibin Zheng
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. IEEE Trans. Comput. Soc. Syst. 11(2): 2479-2493 (2024) - [j49]Haibin Zheng, Minying Ma
TEGDetector: A Phishing Detector That Knows Evolving Transaction Behaviors. IEEE Trans. Comput. Soc. Syst. 11(3): 3988-4000 (2024) - [j48]Jinyin Chen
EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. IEEE Trans. Dependable Secur. Comput. 21(5): 4967-4981 (2024) - [j47]Mingzhe Zhai
Accountable Secret Committee Election and Anonymous Sharding Blockchain Consensus. IEEE Trans. Inf. Forensics Secur. 19: 9158-9172 (2024) - [j46]Chengyu Jia, Jinyin Chen, Shouling Ji, Yao Cheng, Haibin Zheng, Qi Xuan:
Backdoor Online Tracing With Evolving Graphs. IEEE Trans. Inf. Forensics Secur. 19: 10314-10327 (2024) - [j45]Jinyin Chen
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. IEEE Trans. Netw. Sci. Eng. 11(1): 525-542 (2024) - [j44]Jinyin Chen
An Empirical Evaluation of the Data Leakage in Federated Graph Learning. IEEE Trans. Netw. Sci. Eng. 11(2): 1605-1618 (2024) - [j43]Zhenwei Guo
A High-Efficiency and Incentive-Compatible Peer-to-Peer Energy Trading Mechanism. IEEE Trans. Smart Grid 15(1): 1075-1088 (2024) - [j42]Jinyin Chen
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. IEEE Trans. Wirel. Commun. 23(9): 10698-10711 (2024) - [c27]Haibo Jin, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Yang Zhang, Haohan Wang:
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing. ECCV (47) 2024: 90-106 - [c26]Luyi Zhang, Yujue Wang, Yong Ding, Hai Liang, Changsong Yang, Haibin Zheng:
Enhancing Scalability: A Complete Tree Sharding Architecture Towards IoT. WASA (2) 2024: 481-491 - [i26]Jinyin Chen, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo:
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model. CoRR abs/2406.03409 (2024) - [i25]Jinyin Chen, Danxin Liao, Sheng Xiang, Haibin Zheng:
LiDAttack: Robust Black-box Attack on LiDAR-based Object Detection. CoRR abs/2411.01889 (2024) - 2023
- [j41]Jinyin Chen
Agent manipulator: Stealthy strategy attacks on deep reinforcement learning. Appl. Intell. 53(10): 12831-12858 (2023) - [j40]Jinyin Chen, Jie Ge, Haibin Zheng:
ActGraph: prioritization of test cases based on deep neural network activation graph. Autom. Softw. Eng. 30(1) (2023) - [j39]Haibin Zheng, Xiaohao Li, Jinyin Chen
One4All: Manipulate one agent to poison the cooperative multi-agent reinforcement learning. Comput. Secur. 124: 103005 (2023) - [j38]Jinyin Chen
GAIL-PT: An intelligent penetration testing framework with generative adversarial imitation learning. Comput. Secur. 126: 103055 (2023) - [j37]Haibin Zheng
GONE: A generic O(1) NoisE layer for protecting privacy of deep neural networks. Comput. Secur. 135: 103471 (2023) - [j36]Jinyin Chen
FedRight: An effective model copyright protection for federated learning. Comput. Secur. 135: 103504 (2023) - [j35]Jinyin Chen, Haiyang Xiong, Haibin Zheng
EGC2: Enhanced graph classification with easy graph compression. Inf. Sci. 629: 376-397 (2023) - [j34]Haibo Jin, Ruoxi Chen, Haibin Zheng
Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons. Inf. Sci. 637: 118936 (2023) - [j33]Baodong Wen, Yujue Wang, Yong Ding
Security and privacy protection technologies in securing blockchain applications. Inf. Sci. 645: 119322 (2023) - [j32]Tao Liu
Evil vs evil: using adversarial examples to against backdoor attack in federated learning. Multim. Syst. 29(2): 553-568 (2023) - [j31]Weiyou Liang, Yujue Wang, Yong Ding
An efficient blockchain-based anonymous authentication and supervision system. Peer Peer Netw. Appl. 16(5): 2492-2511 (2023) - [j30]Haibin Zheng
PoE: Poisoning Enhancement Through Label Smoothing in Federated Learning. IEEE Trans. Circuits Syst. II Express Briefs 70(8): 3129-3133 (2023) - [j29]Jinyin Chen
Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning. IEEE Trans. Comput. Soc. Syst. 10(2): 492-506 (2023) - [j28]Jinyin Chen
Graphfool: Targeted Label Adversarial Attack on Graph Embedding. IEEE Trans. Comput. Soc. Syst. 10(5): 2523-2535 (2023) - [j27]Jinyin Chen
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection. IEEE Trans. Netw. Sci. Eng. 10(6): 3144-3158 (2023) - [c25]Baodong Wen, Yujue Wang, Yong Ding, Haibin Zheng, Hai Liang, Changsong Yang, Jinyuan Liu:
Privacy-Preserving Blockchain Supervision with Responsibility Tracking. CollaborateCom (1) 2023: 243-262 - [c24]Yang Yang
IKE: Threshold Key Escrow Service with Intermediary Encryption. ICA3PP (3) 2023: 463-475 - [c23]Haibin Zheng, Jinyin Chen, Haibo Jin:
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. ASE 2023: 1-13 - [i24]Jinyin Chen, Mingjun Li, Yao Cheng, Haibin Zheng:
FedRight: An Effective Model Copyright Protection for Federated Learning. CoRR abs/2303.10399 (2023) - [i23]Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji:
Edge Deep Learning Model Protection via Neuron Authorization. CoRR abs/2303.12397 (2023) - [i22]Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng:
AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking. CoRR abs/2303.18131 (2023) - [i21]Haibin Zheng, Jinyin Chen, Haibo Jin:
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. CoRR abs/2307.09375 (2023) - [i20]Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang:
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. CoRR abs/2309.16706 (2023) - 2022
- [j26]Haibo Jin, Jinyin Chen, Haibin Zheng, Zhen Wang, Jun Xiao, Shanqing Yu, Zhaoyan Ming:
ROBY: Evaluating the adversarial robustness of a deep model by its decision boundaries. Inf. Sci. 587: 97-122 (2022) - [j25]Ruoxi Chen, Jinyin Chen, Haibin Zheng, Qi Xuan, Zhaoyan Ming, Wenrong Jiang, Chen Cui:
Salient feature extractor for adversarial defense on deep neural networks. Inf. Sci. 600: 118-143 (2022) - [j24]Yang Yang
Implementation and Optimization of Zero-Knowledge Proof Circuit Based on Hash Function SM3. Sensors 22(16): 5951 (2022) - [j23]Haibin Zheng
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. IEEE Trans. Dependable Secur. Comput. 19(6): 4204-4224 (2022) - [c22]Xinzhe Huang, Yong Ding
A Privacy-Preserving Credit Bank Supervision Framework Based on Redactable Blockchain. BlockSys 2022: 18-30 - [c21]Xinyi Xie
Attack and Defense Methods for Graph Vertical Federation Learning. CSSE 2022: 175-179 - [c20]Weiyou Liang, Yujue Wang, Yong Ding, Haibin Zheng, Hai Liang, Huiyong Wang:
An efficient anonymous authentication and supervision system based on blockchain. DSC 2022: 306-313 - [c19]Jinyin Chen, Tianle Yu, Changan Wu, Haibin Zheng, Wenhong Zhao, Ling Pang, Hu Li:
Adversarial Attack Detection Based on Example Semantics and Model Activation Features. DSIT 2022: 1-6 - [c18]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE 2022: 1519-1531 - [i19]Haibo Jin, Ruoxi Chen, Haibin Zheng, Jinyin Chen, Zhenguang Liu, Qi Xuan, Yue Yu, Yao Cheng:
DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity. CoRR abs/2202.07464 (2022) - [i18]Jinyin Chen, Shulong Hu, Haibin Zheng, Chang-you Xing, Guomin Zhang:
GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning. CoRR abs/2204.01975 (2022) - [i17]Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Yao Cheng, Chang-Ting Lin:
Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency. CoRR abs/2206.05406 (2022) - [i16]Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu:
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection. CoRR abs/2206.08788 (2022) - [i15]Haibin Zheng, Haiyang Xiong, Haonan Ma, Guohan Huang, Jinyin Chen:
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. CoRR abs/2208.06776 (2022) - [i14]Haibin Zheng, Haiyang Xiong, Jinyin Chen, Haonan Ma, Guohan Huang:
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. CoRR abs/2210.13710 (2022) - [i13]Jinyin Chen, Jie Ge, Haibin Zheng:
ActGraph: Prioritization of Test Cases Based on Deep Neural Network Activation Graph. CoRR abs/2211.00273 (2022) - 2021
- [j22]Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104: 102220 (2021) - [j21]Jinyin Chen, Haibin Zheng, Wenchang Shangguan, Liangying Liu, Shouling Ji:
ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks. Inf. Sci. 564: 163-192 (2021) - [j20]Huili Wang
Dynamic threshold ECDSA signature and application to asset custody in blockchain. J. Inf. Secur. Appl. 61: 102805 (2021) - [j19]Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang
FEM: Feature extraction and mapping for radio modulation classification. Phys. Commun. 45: 101279 (2021) - [j18]Jinyin Chen
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2618-2622 (2021) - [j17]Jinyin Chen
Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2670-2674 (2021) - [j16]Jinyin Chen
MGA: Momentum Gradient Attack on Network. IEEE Trans. Comput. Soc. Syst. 8(1): 99-109 (2021) - [j15]Jinyin Chen
Smoothing Adversarial Training for GNN. IEEE Trans. Comput. Soc. Syst. 8(3): 618-629 (2021) - [c17]Guodong Jiang, Jingjing Zhang, Jinyin Chen, Haibin Zheng, Zhiqing Chen, Liang Bao:
Unsupervised Face Recognition Algorithm based on Fast Density Clustering Algorithm. AISS 2021: 65:1-65:6 - [c16]Ya-Nan Cao, Yujue Wang, Yong Ding
A PUF-based Lightweight Authenticated Metering Data Collection Scheme with Privacy Protection in Smart Grid. ISPA/BDCloud/SocialCom/SustainCom 2021: 876-883 - [i12]Jinyin Chen, Longyuan Zhang, Haibin Zheng, Xueke Wang, Zhaoyan Ming:
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack. CoRR abs/2101.02562 (2021) - [i11]Jinyin Chen, Ruoxi Chen, Haibin Zheng, Zhaoyan Ming, Wenrong Jiang, Chen Cui:
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks. CoRR abs/2105.06807 (2021) - [i10]Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Guodong Jiang, Yi Liu:
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. CoRR abs/2110.03875 (2021) - [i9]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. CoRR abs/2112.13214 (2021) - 2020
- [j14]Haibin Zheng, Qianhong Wu, Jan Xie
An organization-friendly blockchain system. Comput. Secur. 88 (2020) - [j13]Jinyin Chen
RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours. Comput. Secur. 96: 101916 (2020) - [j12]Jinyin Chen
Customizable text generation via conditional text generative adversarial network. Neurocomputing 416: 125-135 (2020) - [j11]Jin-Yin Chen
MAG-GAN: Massive attack generator via GAN. Inf. Sci. 536: 67-90 (2020) - [c15]Jinyin Chen, Longyuan Zhang, Haibin Zheng, Qi Xuan:
SPA: Stealthy Poisoning Attack. CIAT 2020: 303-309 - [c14]Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng:
Feature Explainable Deep Classification for Signal Modulation Recognition. IECON 2020: 3543-3548 - [c13]Jinyin Chen
Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning. SpaCCS 2020: 19-43 - [i8]Jinyin Chen, Yixian Chen, Haibin Zheng, Shijing Shen, Shanqing Yu, Dan Zhang, Qi Xuan:
MGA: Momentum Gradient Attack on Network. CoRR abs/2002.11320 (2020) - [i7]Jinyin Chen, Zhen Wang, Haibin Zheng, Jun Xiao, Zhaoyan Ming:
ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries. CoRR abs/2012.10282 (2020)
2010 – 2019
- 2019
- [j10]Jinyin Chen, Haibin Zheng, Hui Xiong, Yangyang Wu, Xiang Lin, Shiyan Ying, Qi Xuan:
DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection. Sci. China Inf. Sci. 62(9): 199104:1-199104:3 (2019) - [j9]Haibin Zheng, Qianhong Wu, Zhenyu Guan, Bo Qin, Shuangyu He, Jianwei Liu:
Achieving liability in anonymous communication: Auditing and tracing. Comput. Commun. 145: 1-13 (2019) - [j8]Jinyin Chen, Mengmeng Su, Shijing Shen, Hui Xiong, Haibin Zheng:
POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm. Comput. Secur. 85: 89-106 (2019) - [j7]Jinyin Chen
N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network. IEEE Trans. Comput. Soc. Syst. 6(3): 456-466 (2019) - [j6]Jinyin Chen
PSO-ANE: Adaptive Network Embedding With Particle Swarm Optimization. IEEE Trans. Comput. Soc. Syst. 6(4): 649-659 (2019) - [c12]Jinyin Chen, Haibin Zheng, Mengmeng Su, Tianyu Du, Chang-Ting Lin, Shouling Ji:
Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack. Inscrypt 2019: 173-198 - [c11]Jinyin Chen, Zhen Wang, Haibin Zheng, Liangying Liu, Ziling Zhu, Shiyan Ying, Yitao Wei:
DGFE-VG: Dynamic Gene Feature Extraction via Visibility Graph. ICMHI 2019: 119-124 - [c10]Jinyin Chen, Zhen Wang, Kai-hui Cheng, Haibin Zheng, An-tao Pan:
Out-of-store Object Detection Based on Deep Learning. ICMLC 2019: 423-428 - [c9]Jinyin Chen, Yitao Yang, Keke Hu, Haibin Zheng, Zhen Wang:
DAD-MCNN: DDoS Attack Detection via Multi-channel CNN. ICMLC 2019: 484-488 - [c8]Huili Wang, Wenping Ma, Haibin Zheng, Qianhong Wu:
Distributed Secure Storage System Based on Blockchain and TPA. NSS 2019: 255-271 - [c7]Huili Wang, Wenping Ma, Haibin Zheng, Zhi Liang, Qianhong Wu:
Privacy-Preserving Sequential Data Publishing. NSS 2019: 596-614 - [c6]Zhenyu Guan, Hanzheng Lyu, Haibin Zheng, Dawei Li, Jianwei Liu:
Distributed Audit System of SDN Controller Based on Blockchain. SmartBlock 2019: 21-31 - [i6]Jinyin Chen, Yangyang Wu, Lu Fan, Xiang Lin, Haibin Zheng, Shanqing Yu, Qi Xuan:
N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network. CoRR abs/1904.12605 (2019) - [i5]Jinyin Chen, Mengmeng Su, Shijing Shen, Hui Xiong, Haibin Zheng:
POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic Algorithm. CoRR abs/1906.03181 (2019) - 2018
- [j5]Shuangyu He
A Social-Network-Based Cryptocurrency Wallet-Management Scheme. IEEE Access 6: 7654-7663 (2018) - [j4]Jinyin Chen, Haibin Zheng, Xiang Lin, Yangyang Wu, Mengmeng Su:
A novel image segmentation method based on fast density clustering algorithm. Eng. Appl. Artif. Intell. 73: 92-110 (2018) - [j3]Jinyin Chen, Hui Xiong, Haibin Zheng:
基于粒子群算法的支持向量机的参数优化 (Parameters Optimization for SVM Based on Particle Swarm Algorithm). 计算机科学 45(6): 197-203 (2018) - [j2]Jinyin Chen, Hang Fang, Xiang Lin, Haibin Zheng, Dongyong Yang, Xiao Zhou:
基于在线学习行为分析的个性化学习推荐 (Personal Learning Recommendation Based on Online Learning Behavior Analysis). 计算机科学 45(11A): 422-426 (2018) - [c5]Haibin Zheng, Qianhong Wu, Bo Qin, Lin Zhong, Shuangyu He, Jianwei Liu:
Linkable Group Signature for Auditing Anonymous Communication. ACISP 2018: 304-321 - [c4]Lin Zhong, Qianhong Wu, Bo Qin, Haibin Zheng, Jianwei Liu:
Auditable Hierarchy-Private Public-Key Encryption. ACISP 2018: 322-340 - [i4]Jinyin Chen, Yangyang Wu, Xuanheng Xu, Yixian Chen, Haibin Zheng, Qi Xuan:
Fast Gradient Attack on Network Embedding. CoRR abs/1809.02797 (2018) - [i3]Jinyin Chen, Ziqiang Shi, Yangyang Wu, Xuanheng Xu, Haibin Zheng:
Link Prediction Adversarial Attack. CoRR abs/1810.01110 (2018) - [i2]Jinyin Chen, Haibin Zheng, Hui Xiong, Mengmeng Su:
FineFool: Fine Object Contour Attack via Attention. CoRR abs/1812.01713 (2018) - [i1]Jinyin Chen, Xuanheng Xu, Yangyang Wu, Haibin Zheng:
GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction. CoRR abs/1812.04206 (2018) - 2017
- [c3]Haibin Zheng, Xin Wang, Zebin Xu:
Study on hydrodynamic performance and CFD simulation of AUV. ICIA 2017: 24-29 - 2016
- [j1]Haibin Zheng, Jing Qin
Threshold attribute-based signcryption and its application to authenticated key agreement. Secur. Commun. Networks 9(18): 4914-4923 (2016) - 2015
- [c2]Haibin Zheng, Jing Qin
Threshold Attribute-Based Signcryption in Standard Model. CSCloud 2015: 187-193 - 2014
- [c1]May Takada, Masaki Yamada, Yuji Kakutani, Ken Sodeyama, Shingo Hane, Takahiro Fujishiro, Haibin Zheng, Sima Yahyavi, Yoshinori Furuno, Hiroshi Watanabe:
An Experimental Analysis on Latency Improvement of Cloud-Based Fleet Management System. UCC 2014: 505-506
Coauthor Index
Jinyin Chen
aka: Jin-Yin Chen
aka: Jin-Yin Chen
[b1] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j51] [j50] [j49] [j48] [j46] [j45] [j44] [j42] [c27] [i26] [i25] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j32] [j30] [j29] [j28] [j27] [c23] [i24] [i23] [i22] [i21] [i20] [j26] [j25] [j23] [c21] [c19] [c18] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [j22] [j21] [j19] [j18] [j17] [j16] [j15] [c17] [i12] [i11] [i10] [i9] [j13] [j12] [j11] [c15] [c14] [c13] [i8] [i7] [j10] [j8] [j7] [j6] [c12] [c11] [c10] [c9] [i6] [i5] [j4] [j3] [j2] [i4] [i3] [i2] [i1]
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